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Explain this to me
Winrate shifts are differences in winrate compared to the item's winrate overall. Values are for when the item wasn't bought, early (Q1) and late (Q3) timings (higher is better). Winrate gradient per minute shows how winrate changes with every minute of the item's delayed purchase timing. Item timings values can be used to restore the normal distribution chart, where Q1, median and Q3 mean the first, second and third quantiles respectively.
Columns
| Total | Winrate shifts | Timings | |||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Item | Pickups | Pickup rate | Rank | Winrate | When picked | Early | Late | Gradient (%/min) | Mean | Min | Q1 | Median | Q3 | Max | Window | Std.Dev | |
 | Overwhelming Blink | 23 | 11.17% | 100.0 | 82.61% | +39.44% | +17.39% | -15.94% | -2.87% | 43:30 | 24:48 | 35:44 | 41:08 | 47:21 | 1:15:28 | 11:37 | 08:36 |
 | Buckler | 12 | 5.83% | 98.5 | 91.67% | +46.82% | +8.33% | +8.33% | 0.00% | 28:40 | 20:12 | 21:43 | 27:30 | 33:24 | 36:14 | 11:41 | 08:39 |
 | Aghanim's Shard | 45 | 21.84% | 96.9 | 71.11% | +30.12% | -7.47% | +1.62% | 0.80% | 32:50 | 18:21 | 25:49 | 32:05 | 37:10 | 55:25 | 11:21 | 08:24 |
 | Heart of Tarrasque | 48 | 23.30% | 95.4 | 68.75% | +27.61% | -18.75% | +6.25% | 2.48% | 33:34 | 15:39 | 27:20 | 32:59 | 37:24 | 54:01 | 10:04 | 07:27 |
 | Lotus Orb | 71 | 34.47% | 93.8 | 60.56% | +19.82% | -10.56% | +6.11% | 2.08% | 27:49 | 19:01 | 23:22 | 25:55 | 31:22 | 53:58 | 08:00 | 05:55 |
 | Sange | 57 | 27.67% | 92.3 | 61.40% | +19.12% | +17.17% | -18.54% | -4.37% | 28:44 | 18:16 | 23:11 | 27:07 | 31:21 | 1:07:57 | 08:10 | 06:02 |
 | Void Stone | 81 | 39.32% | 90.8 | 58.02% | +17.22% | -28.02% | +11.98% | 5.36% | 25:40 | 05:33 | 22:06 | 24:38 | 29:34 | 42:44 | 07:28 | 05:31 |
 | Heaven's Halberd | 43 | 20.87% | 89.2 | 62.79% | +19.23% | +19.03% | -17.34% | -5.46% | 30:46 | 20:47 | 26:46 | 30:26 | 33:26 | 46:26 | 06:40 | 04:56 |
 | Arcane Boots | 34 | 16.50% | 87.7 | 64.71% | +20.52% | +13.07% | -2.21% | -1.35% | 23:18 | 09:12 | 17:37 | 21:14 | 28:57 | 39:40 | 11:20 | 08:23 |
 | Guardian Greaves | 8 | 3.88% | 86.2 | 87.50% | +41.54% | +12.50% | +12.50% | 0.00% | 27:32 | 21:43 | 23:26 | 26:17 | 28:53 | 38:12 | 05:27 | 04:02 |
 | Headdress | 94 | 45.63% | 84.6 | 54.26% | +12.30% | +8.24% | +6.61% | -0.28% | 19:36 | 11:11 | 16:04 | 18:34 | 21:55 | 36:13 | 05:51 | 04:20 |
 | Hood of Defiance | 86 | 41.75% | 83.1 | 54.65% | +12.15% | -4.65% | -7.03% | -0.31% | 15:11 | 05:09 | 10:38 | 14:39 | 18:20 | 44:25 | 07:42 | 05:42 |
 | Quelling Blade | 116 | 56.31% | 81.5 | 52.59% | +11.48% | +2.58% | -11.21% | 0.00% | -00:53 | -01:30 | -01:29 | -01:29 | -01:29 | 19:38 | 00:00 | 00:00 |
 | Vanguard | 166 | 80.58% | 80.0 | 50.60% | +15.60% | -2.98% | -1.82% | 0.72% | 06:55 | 04:28 | 05:45 | 06:27 | 07:22 | 32:47 | 01:37 | 01:11 |
 | Chainmail | 112 | 54.37% | 78.5 | 51.79% | +9.24% | -16.08% | +8.92% | 3.25% | 11:00 | 01:57 | 06:57 | 09:03 | 14:39 | 36:13 | 07:42 | 05:42 |
 | Wind Lace | 27 | 13.11% | 76.9 | 62.96% | +17.71% | -5.82% | +8.47% | 1.64% | 08:18 | -01:29 | -01:25 | 07:48 | 10:08 | 37:36 | 11:33 | 08:33 |
 | Blink Dagger | 201 | 97.57% | 75.4 | 48.26% | +28.26% | +3.74% | +1.74% | -0.77% | 14:22 | 09:53 | 12:34 | 13:54 | 15:10 | 53:58 | 02:36 | 01:55 |
 | Ring of Health | 199 | 96.60% | 73.8 | 48.24% | +19.67% | -8.24% | -2.24% | 5.71% | 03:51 | 01:41 | 02:52 | 03:22 | 03:55 | 22:06 | 01:03 | 00:46 |
 | Pipe of Insight | 84 | 40.78% | 72.3 | 52.38% | +8.12% | +4.76% | 0.00% | -0.82% | 21:28 | 13:31 | 17:57 | 20:18 | 23:45 | 35:02 | 05:48 | 04:17 |
 | Boots of Speed | 205 | 99.51% | 70.8 | 47.32% | -52.68% | +1.70% | -6.14% | -2.52% | 06:20 | -01:29 | 04:39 | 06:46 | 07:46 | 11:57 | 03:07 | 02:18 |
 | Ring of Protection | 174 | 84.47% | 69.2 | 47.70% | +0.82% | -4.52% | -1.19% | 0.00% | -01:00 | -01:30 | -01:29 | -01:29 | -01:29 | 32:21 | 00:00 | 00:00 |
 | Magic Stick | 175 | 84.95% | 67.7 | 47.43% | -0.96% | +2.57% | -4.25% | -0.80% | 06:01 | -01:29 | -01:22 | 06:29 | 09:51 | 26:57 | 11:13 | 08:18 |
 | Phase Boots | 101 | 49.03% | 66.2 | 49.50% | +3.79% | +2.50% | -5.50% | -2.36% | 11:41 | 04:50 | 08:44 | 10:07 | 12:07 | 53:58 | 03:23 | 02:30 |
 | Magic Wand | 143 | 69.42% | 64.6 | 47.55% | -0.07% | +2.45% | -3.11% | -1.02% | 10:45 | -01:29 | 08:19 | 09:52 | 13:45 | 30:15 | 05:26 | 04:01 |
 | Mekansm | 9 | 4.37% | 63.1 | 77.78% | +31.59% | -27.78% | +22.22% | 0.00% | 23:16 | 15:33 | 17:46 | 24:06 | 25:56 | 36:13 | 08:10 | 06:02 |
 | Force Staff | 36 | 17.48% | 61.5 | 52.78% | +6.31% | +36.11% | -8.34% | -5.86% | 25:35 | 16:33 | 20:19 | 23:57 | 27:54 | 57:44 | 07:35 | 05:37 |
 | Crimson Guard | 47 | 22.82% | 60.0 | 48.94% | +1.77% | +1.06% | -15.61% | -2.13% | 22:21 | 10:48 | 18:06 | 21:06 | 25:56 | 39:58 | 07:50 | 05:48 |
 | Fluffy Hat | 38 | 18.45% | 58.5 | 50.00% | +2.98% | +20.00% | -5.56% | -3.14% | 23:05 | 07:41 | 18:11 | 20:24 | 26:19 | 57:44 | 08:08 | 06:01 |
 | Helm of Iron Will | 52 | 25.24% | 56.9 | 46.15% | -1.90% | +15.39% | -23.07% | -5.11% | 20:11 | 03:01 | 15:31 | 18:46 | 23:03 | 39:34 | 07:32 | 05:34 |
 | Black King Bar | 40 | 19.42% | 55.4 | 47.50% | -0.09% | +2.50% | +2.50% | 0.00% | 31:24 | 20:33 | 26:04 | 30:07 | 36:09 | 49:48 | 10:05 | 07:28 |
 | Kaya and Sange | 9 | 4.37% | 53.8 | 66.67% | +19.97% | +33.33% | -66.67% | 0.00% | 34:16 | 24:37 | 24:44 | 27:08 | 36:30 | 1:08:49 | 11:46 | 08:42 |
 | Kaya | 9 | 4.37% | 52.3 | 66.67% | +19.97% | +33.33% | -66.67% | 0.00% | 33:49 | 24:03 | 24:27 | 27:08 | 36:30 | 1:08:44 | 12:03 | 08:55 |
 | Assault Cuirass | 3 | 1.46% | 50.8 | 100.00% | +53.20% | 0.00% | 0.00% | 0.00% | 35:55 | 35:23 | 35:23 | 36:07 | 36:14 | 36:14 | 00:51 | 00:37 |
 | Linken's Sphere | 3 | 1.46% | 49.2 | 100.00% | +53.20% | 0.00% | 0.00% | 0.00% | 41:40 | 31:05 | 31:05 | 38:48 | 55:07 | 55:07 | 24:02 | 17:48 |
 | Boots of Travel | 12 | 5.83% | 47.7 | 58.33% | +11.42% | +41.67% | -25.00% | -5.94% | 44:29 | 31:25 | 36:47 | 43:27 | 48:00 | 55:44 | 11:13 | 08:18 |
 | Shiva's Guard | 10 | 4.85% | 46.2 | 60.00% | +13.06% | +40.00% | -60.00% | 0.00% | 39:03 | 28:03 | 32:50 | 41:23 | 43:40 | 49:13 | 10:50 | 08:01 |
 | Aghanim's Scepter | 10 | 4.85% | 44.6 | 50.00% | +2.55% | +16.67% | 0.00% | 0.00% | 39:47 | 33:42 | 35:49 | 36:54 | 42:16 | 53:58 | 06:27 | 04:46 |
 | Wraith Band | 10 | 4.85% | 43.1 | 50.00% | +2.55% | +16.67% | -50.00% | 0.00% | 02:22 | -01:30 | 01:56 | 02:19 | 04:30 | 05:02 | 02:34 | 01:54 |
 | Arcane Blink | 3 | 1.46% | 41.5 | 66.67% | +19.38% | +33.33% | 0.00% | 0.00% | 46:11 | 35:10 | 35:10 | 44:44 | 58:39 | 58:39 | 23:29 | 17:23 |
 | Tranquil Boots | 3 | 1.46% | 40.0 | 66.67% | +19.38% | +33.33% | 0.00% | 0.00% | 10:48 | 08:13 | 08:13 | 08:50 | 15:21 | 15:21 | 07:08 | 05:17 |
 | Refresher Orb | 4 | 1.94% | 38.5 | 50.00% | +2.48% | +50.00% | -50.00% | 0.00% | 51:33 | 40:36 | 40:36 | 53:49 | 54:43 | 57:03 | 14:07 | 10:27 |
 | Ring of Basilius | 1 | 0.49% | 36.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:21 | 32:21 | 32:21 | 32:21 | 32:21 | 32:21 | 00:00 | 00:00 |
 | Vladmir's Offering | 1 | 0.49% | 35.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:21 | 32:21 | 32:21 | 32:21 | 32:21 | 32:21 | 00:00 | 00:00 |
 | Eternal Shroud | 1 | 0.49% | 33.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:25 | 44:25 | 44:25 | 44:25 | 44:25 | 44:25 | 00:00 | 00:00 |
 | Morbid Mask | 1 | 0.49% | 32.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:21 | 32:21 | 32:21 | 32:21 | 32:21 | 32:21 | 00:00 | 00:00 |
 | Bracer | 10 | 4.85% | 30.8 | 30.00% | -18.47% | +3.33% | -30.00% | 0.00% | 03:45 | -01:29 | 00:48 | 01:39 | 07:04 | 14:58 | 06:16 | 04:38 |
 | Aeon Disk | 5 | 2.43% | 29.2 | 40.00% | -7.76% | +60.00% | -40.00% | 0.00% | 43:59 | 32:11 | 32:11 | 44:46 | 49:10 | 56:06 | 16:59 | 12:34 |
 | Blade Mail | 6 | 2.91% | 27.7 | 33.33% | -14.67% | +16.67% | +66.67% | 0.00% | 20:42 | 16:21 | 17:58 | 18:23 | 23:24 | 27:50 | 05:26 | 04:01 |
 | Octarine Core | 2 | 0.97% | 26.2 | 50.00% | +2.45% | +50.00% | 0.00% | 0.00% | 38:44 | 37:53 | 37:53 | 39:34 | 39:34 | 39:34 | 01:41 | 01:14 |
 | Skull Basher | 2 | 0.97% | 24.6 | 50.00% | +2.45% | +50.00% | 0.00% | 0.00% | 35:46 | 32:31 | 32:31 | 39:01 | 39:01 | 39:01 | 06:30 | 04:48 |
 | Abyssal Blade | 2 | 0.97% | 23.1 | 50.00% | +2.45% | +50.00% | 0.00% | 0.00% | 36:37 | 33:44 | 33:44 | 39:30 | 39:30 | 39:30 | 05:46 | 04:16 |
 | Ghost Scepter | 2 | 0.97% | 21.5 | 50.00% | +2.45% | -50.00% | 0.00% | 0.00% | 33:58 | 31:56 | 31:56 | 36:00 | 36:00 | 36:00 | 04:04 | 03:00 |
 | Bottle | 2 | 0.97% | 20.0 | 50.00% | +2.45% | +50.00% | 0.00% | 0.00% | 23:05 | 18:47 | 18:47 | 27:23 | 27:23 | 27:23 | 08:36 | 06:22 |
 | Aghanim's Blessing | 2 | 0.97% | 18.5 | 50.00% | +2.45% | +50.00% | 0.00% | 0.00% | 55:33 | 43:52 | 43:52 | 1:07:13 | 1:07:13 | 1:07:13 | 23:21 | 17:17 |
 | Aether Lens | 3 | 1.46% | 16.9 | 33.33% | -14.45% | -33.33% | 0.00% | 0.00% | 34:40 | 26:33 | 26:33 | 37:23 | 40:05 | 40:05 | 13:32 | 10:01 |
 | Eul's Scepter of Divinity | 3 | 1.46% | 15.4 | 33.33% | -14.45% | -33.33% | 0.00% | 0.00% | 26:19 | 23:07 | 23:07 | 27:31 | 28:19 | 28:19 | 05:12 | 03:51 |
 | Cornucopia | 3 | 1.46% | 13.8 | 33.33% | -14.45% | -33.33% | 0.00% | 0.00% | 54:35 | 51:42 | 51:42 | 55:02 | 57:02 | 57:02 | 05:20 | 03:57 |
 | Scythe of Vyse | 5 | 2.43% | 12.3 | 20.00% | -28.26% | +80.00% | -20.00% | 0.00% | 39:26 | 30:20 | 30:20 | 40:57 | 41:58 | 48:15 | 11:38 | 08:37 |
 | Crown | 4 | 1.94% | 10.8 | 0.00% | -48.51% | 0.00% | 0.00% | 0.00% | 05:28 | 03:27 | 03:27 | 04:09 | 05:49 | 08:25 | 02:22 | 01:45 |
 | Meteor Hammer | 4 | 1.94% | 9.2 | 0.00% | -48.51% | 0.00% | 0.00% | 0.00% | 08:10 | 06:54 | 06:54 | 07:22 | 07:58 | 10:24 | 01:04 | 00:47 |
 | Nullifier | 1 | 0.49% | 7.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:19 | 47:19 | 47:19 | 47:19 | 47:19 | 47:19 | 00:00 | 00:00 |
 | Glimmer Cape | 2 | 0.97% | 6.2 | 0.00% | -48.04% | 0.00% | 0.00% | 0.00% | 26:11 | 23:24 | 23:24 | 28:57 | 28:57 | 28:57 | 05:33 | 04:06 |
 | Urn of Shadows | 2 | 0.97% | 4.6 | 0.00% | -48.04% | 0.00% | 0.00% | 0.00% | 17:51 | 16:53 | 16:53 | 18:48 | 18:48 | 18:48 | 01:55 | 01:25 |
 | Soul Ring | 1 | 0.49% | 3.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:30 | 08:30 | 08:30 | 08:30 | 08:30 | 08:30 | 00:00 | 00:00 |
 | Spirit Vessel | 1 | 0.49% | 1.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:29 | 21:29 | 21:29 | 21:29 | 21:29 | 21:29 | 00:00 | 00:00 |